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Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.
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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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Nov 2, 2026
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Python
A curated list of awesome Deep Learning tutorials, projects and communities.
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
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Oct 14, 2021
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Jupyter Notebook
machine learning and deep learning tutorials, articles and other resources
📡 Simple and ready-to-use tutorials for TensorFlow
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Nov 28, 2022
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Jupyter Notebook
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
A best practice for tensorflow project template architecture.
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Apr 21, 2022
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Python
Machine learning glossary
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Aug 8, 2024
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Python
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May 27, 2024
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Jupyter Notebook
A TensorFlow & Deep Learning online course I taught in 2016
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Mar 22, 2020
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Python
A clear, concise, simple yet powerful and efficient API for deep learning.
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Jan 14, 2026
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Jupyter Notebook
The deeplearning algorithms implemented by tensorflow
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Feb 27, 2019
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Jupyter Notebook
In-depth tutorials for implementing deep learning models on your own with PyTorch.
PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍
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Nov 23, 2020
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Jupyter Notebook
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
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Dec 10, 2023
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Jupyter Notebook
本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。
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Nov 25, 2020
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Jupyter Notebook
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +…
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Sep 5, 2020
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Jupyter Notebook
Videos, notes and experiments to understand deep learning
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Nov 2, 2026
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Jupyter Notebook
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